When to Retrieve: Teaching LLMs to Utilize Information Retrieval Effectively

Tiziano Labruna, Jon Ander Campos, Gorka Azkune. When to Retrieve: Teaching LLMs to Utilize Information Retrieval Effectively. In Galia Angelova, Maria Kunilovskaya, Marie Escribe, Ruslan Mitkov, editors, Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing - Natural Language Processing in the Generative AI Era, RANLP 2025, Varna, Bulgaria, September 8-10, 2025. pages 623-632, INCOMA Ltd., Shoumen, Bulgaria, 2025. [doi]

@inproceedings{LabrunaCA25,
  title = {When to Retrieve: Teaching LLMs to Utilize Information Retrieval Effectively},
  author = {Tiziano Labruna and Jon Ander Campos and Gorka Azkune},
  year = {2025},
  url = {https://aclanthology.org/2025.ranlp-1.73/},
  researchr = {https://researchr.org/publication/LabrunaCA25},
  cites = {0},
  citedby = {0},
  pages = {623-632},
  booktitle = {Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing - Natural Language Processing in the Generative AI Era, RANLP 2025, Varna, Bulgaria, September 8-10, 2025},
  editor = {Galia Angelova and Maria Kunilovskaya and Marie Escribe and Ruslan Mitkov},
  publisher = {INCOMA Ltd., Shoumen, Bulgaria},
  isbn = {978-954-452-098-4},
}